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notebooks
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- 00.00-Preface.ipynb
- 01.00-IPython-Beyond-Normal-Python.ipynb
- 01.01-Help-And-Documentation.ipynb
- 01.02-Shell-Keyboard-Shortcuts.ipynb
- 01.03-Magic-Commands.ipynb
- 01.04-Input-Output-History.ipynb
- 01.05-IPython-And-Shell-Commands.ipynb
- 01.06-Errors-and-Debugging.ipynb
- 01.07-Timing-and-Profiling.ipynb
- 01.08-More-IPython-Resources.ipynb
- 02.00-Introduction-to-NumPy.ipynb
- 02.01-Understanding-Data-Types.ipynb
- 02.02-The-Basics-Of-NumPy-Arrays.ipynb
- 02.03-Computation-on-arrays-ufuncs.ipynb
- 02.04-Computation-on-arrays-aggregates.ipynb
- 02.05-Computation-on-arrays-broadcasting.ipynb
- 02.06-Boolean-Arrays-and-Masks.ipynb
- 02.07-Fancy-Indexing.ipynb
- 02.08-Sorting.ipynb
- 02.09-Structured-Data-NumPy.ipynb
- 03.00-Introduction-to-Pandas.ipynb
- 03.01-Introducing-Pandas-Objects.ipynb
- 03.02-Data-Indexing-and-Selection.ipynb
- 03.03-Operations-in-Pandas.ipynb
- 03.04-Missing-Values.ipynb
- 03.05-Hierarchical-Indexing.ipynb
- 03.06-Concat-And-Append.ipynb
- 03.07-Merge-and-Join.ipynb
- 03.08-Aggregation-and-Grouping.ipynb
- 03.09-Pivot-Tables.ipynb
- 03.10-Working-With-Strings.ipynb
- 03.11-Working-with-Time-Series.ipynb
- 03.12-Performance-Eval-and-Query.ipynb
- 03.13-Further-Resources.ipynb
- 04.00-Introduction-To-Matplotlib.ipynb
- 04.01-Simple-Line-Plots.ipynb
- 04.02-Simple-Scatter-Plots.ipynb
- 04.03-Errorbars.ipynb
- 04.04-Density-and-Contour-Plots.ipynb
- 04.05-Histograms-and-Binnings.ipynb
- 04.06-Customizing-Legends.ipynb
- 04.07-Customizing-Colorbars.ipynb
- 04.08-Multiple-Subplots.ipynb
- 04.09-Text-and-Annotation.ipynb
- 04.10-Customizing-Ticks.ipynb
- 04.11-Settings-and-Stylesheets.ipynb
- 04.12-Three-Dimensional-Plotting.ipynb
- 04.14-Visualization-With-Seaborn.ipynb
- 04.15-Further-Resources.ipynb
- 05.00-Machine-Learning.ipynb
- 05.01-What-Is-Machine-Learning.ipynb
- 05.02-Introducing-Scikit-Learn.ipynb
- 05.03-Hyperparameters-and-Model-Validation.ipynb
- 05.04-Feature-Engineering.ipynb
- 05.05-Naive-Bayes.ipynb
- 05.06-Linear-Regression.ipynb
- 05.07-Support-Vector-Machines.ipynb
- 05.08-Random-Forests.ipynb
- 05.09-Principal-Component-Analysis.ipynb
- 05.10-Manifold-Learning.ipynb
- 05.11-K-Means.ipynb
- 05.12-Gaussian-Mixtures.ipynb
- 05.13-Kernel-Density-Estimation.ipynb
- 05.14-Image-Features.ipynb
- 05.15-Learning-More.ipynb
- 06.00-Figure-Code.ipynb
- Untitled.ipynb
- helpers_05_08.py
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notebooks

May 5, 2023

d662314 · May 5, 2023

Name	Name	Last commit message	Last commit date
parent directory ..
data	data	Add source material from second edition	May 5, 2023
figures	figures	Add source material from second edition	May 5, 2023
00.00-Preface.ipynb	00.00-Preface.ipynb	Add source material from second edition	May 5, 2023
01.00-IPython-Beyond-Normal-Python.ipynb	01.00-IPython-Beyond-Normal-Python.ipynb	Add source material from second edition	May 5, 2023
01.01-Help-And-Documentation.ipynb	01.01-Help-And-Documentation.ipynb	Add source material from second edition	May 5, 2023
01.02-Shell-Keyboard-Shortcuts.ipynb	01.02-Shell-Keyboard-Shortcuts.ipynb	Add source material from second edition	May 5, 2023
01.03-Magic-Commands.ipynb	01.03-Magic-Commands.ipynb	Add source material from second edition	May 5, 2023
01.04-Input-Output-History.ipynb	01.04-Input-Output-History.ipynb	Add source material from second edition	May 5, 2023
01.05-IPython-And-Shell-Commands.ipynb	01.05-IPython-And-Shell-Commands.ipynb	Add source material from second edition	May 5, 2023
01.06-Errors-and-Debugging.ipynb	01.06-Errors-and-Debugging.ipynb	Add source material from second edition	May 5, 2023
01.07-Timing-and-Profiling.ipynb	01.07-Timing-and-Profiling.ipynb	Add source material from second edition	May 5, 2023
01.08-More-IPython-Resources.ipynb	01.08-More-IPython-Resources.ipynb	Add source material from second edition	May 5, 2023
02.00-Introduction-to-NumPy.ipynb	02.00-Introduction-to-NumPy.ipynb	Add source material from second edition	May 5, 2023
02.01-Understanding-Data-Types.ipynb	02.01-Understanding-Data-Types.ipynb	Add source material from second edition	May 5, 2023
02.02-The-Basics-Of-NumPy-Arrays.ipynb	02.02-The-Basics-Of-NumPy-Arrays.ipynb	Add source material from second edition	May 5, 2023
02.03-Computation-on-arrays-ufuncs.ipynb	02.03-Computation-on-arrays-ufuncs.ipynb	Add source material from second edition	May 5, 2023
02.04-Computation-on-arrays-aggregates.ipynb	02.04-Computation-on-arrays-aggregates.ipynb	Add source material from second edition	May 5, 2023
02.05-Computation-on-arrays-broadcasting.ipynb	02.05-Computation-on-arrays-broadcasting.ipynb	Add source material from second edition	May 5, 2023
02.06-Boolean-Arrays-and-Masks.ipynb	02.06-Boolean-Arrays-and-Masks.ipynb	Add source material from second edition	May 5, 2023
02.07-Fancy-Indexing.ipynb	02.07-Fancy-Indexing.ipynb	Add source material from second edition	May 5, 2023
02.08-Sorting.ipynb	02.08-Sorting.ipynb	Add source material from second edition	May 5, 2023
02.09-Structured-Data-NumPy.ipynb	02.09-Structured-Data-NumPy.ipynb	Add source material from second edition	May 5, 2023
03.00-Introduction-to-Pandas.ipynb	03.00-Introduction-to-Pandas.ipynb	Add source material from second edition	May 5, 2023
03.01-Introducing-Pandas-Objects.ipynb	03.01-Introducing-Pandas-Objects.ipynb	Add source material from second edition	May 5, 2023
03.02-Data-Indexing-and-Selection.ipynb	03.02-Data-Indexing-and-Selection.ipynb	Add source material from second edition	May 5, 2023
03.03-Operations-in-Pandas.ipynb	03.03-Operations-in-Pandas.ipynb	Add source material from second edition	May 5, 2023
03.04-Missing-Values.ipynb	03.04-Missing-Values.ipynb	Add source material from second edition	May 5, 2023
03.05-Hierarchical-Indexing.ipynb	03.05-Hierarchical-Indexing.ipynb	Add source material from second edition	May 5, 2023
03.06-Concat-And-Append.ipynb	03.06-Concat-And-Append.ipynb	Add source material from second edition	May 5, 2023
03.07-Merge-and-Join.ipynb	03.07-Merge-and-Join.ipynb	Add source material from second edition	May 5, 2023
03.08-Aggregation-and-Grouping.ipynb	03.08-Aggregation-and-Grouping.ipynb	Add source material from second edition	May 5, 2023
03.09-Pivot-Tables.ipynb	03.09-Pivot-Tables.ipynb	Add source material from second edition	May 5, 2023
03.10-Working-With-Strings.ipynb	03.10-Working-With-Strings.ipynb	Add source material from second edition	May 5, 2023
03.11-Working-with-Time-Series.ipynb	03.11-Working-with-Time-Series.ipynb	Add source material from second edition	May 5, 2023
03.12-Performance-Eval-and-Query.ipynb	03.12-Performance-Eval-and-Query.ipynb	Add source material from second edition	May 5, 2023
03.13-Further-Resources.ipynb	03.13-Further-Resources.ipynb	Add source material from second edition	May 5, 2023
04.00-Introduction-To-Matplotlib.ipynb	04.00-Introduction-To-Matplotlib.ipynb	Add source material from second edition	May 5, 2023
04.01-Simple-Line-Plots.ipynb	04.01-Simple-Line-Plots.ipynb	Add source material from second edition	May 5, 2023
04.02-Simple-Scatter-Plots.ipynb	04.02-Simple-Scatter-Plots.ipynb	Add source material from second edition	May 5, 2023
04.03-Errorbars.ipynb	04.03-Errorbars.ipynb	Add source material from second edition	May 5, 2023
04.04-Density-and-Contour-Plots.ipynb	04.04-Density-and-Contour-Plots.ipynb	Add source material from second edition	May 5, 2023
04.05-Histograms-and-Binnings.ipynb	04.05-Histograms-and-Binnings.ipynb	Add source material from second edition	May 5, 2023
04.06-Customizing-Legends.ipynb	04.06-Customizing-Legends.ipynb	Add source material from second edition	May 5, 2023
04.07-Customizing-Colorbars.ipynb	04.07-Customizing-Colorbars.ipynb	Add source material from second edition	May 5, 2023
04.08-Multiple-Subplots.ipynb	04.08-Multiple-Subplots.ipynb	Add source material from second edition	May 5, 2023
04.09-Text-and-Annotation.ipynb	04.09-Text-and-Annotation.ipynb	Add source material from second edition	May 5, 2023
04.10-Customizing-Ticks.ipynb	04.10-Customizing-Ticks.ipynb	Add source material from second edition	May 5, 2023
04.11-Settings-and-Stylesheets.ipynb	04.11-Settings-and-Stylesheets.ipynb	Add source material from second edition	May 5, 2023
04.12-Three-Dimensional-Plotting.ipynb	04.12-Three-Dimensional-Plotting.ipynb	Add source material from second edition	May 5, 2023
04.14-Visualization-With-Seaborn.ipynb	04.14-Visualization-With-Seaborn.ipynb	Add source material from second edition	May 5, 2023
04.15-Further-Resources.ipynb	04.15-Further-Resources.ipynb	Add source material from second edition	May 5, 2023
05.00-Machine-Learning.ipynb	05.00-Machine-Learning.ipynb	Add source material from second edition	May 5, 2023
05.01-What-Is-Machine-Learning.ipynb	05.01-What-Is-Machine-Learning.ipynb	Add source material from second edition	May 5, 2023
05.02-Introducing-Scikit-Learn.ipynb	05.02-Introducing-Scikit-Learn.ipynb	Add source material from second edition	May 5, 2023
05.03-Hyperparameters-and-Model-Validation.ipynb	05.03-Hyperparameters-and-Model-Validation.ipynb	Add source material from second edition	May 5, 2023
05.04-Feature-Engineering.ipynb	05.04-Feature-Engineering.ipynb	Add source material from second edition	May 5, 2023
05.05-Naive-Bayes.ipynb	05.05-Naive-Bayes.ipynb	Add source material from second edition	May 5, 2023
05.06-Linear-Regression.ipynb	05.06-Linear-Regression.ipynb	Add source material from second edition	May 5, 2023
05.07-Support-Vector-Machines.ipynb	05.07-Support-Vector-Machines.ipynb	Add source material from second edition	May 5, 2023
05.08-Random-Forests.ipynb	05.08-Random-Forests.ipynb	Add source material from second edition	May 5, 2023
05.09-Principal-Component-Analysis.ipynb	05.09-Principal-Component-Analysis.ipynb	Add source material from second edition	May 5, 2023
05.10-Manifold-Learning.ipynb	05.10-Manifold-Learning.ipynb	Add source material from second edition	May 5, 2023
05.11-K-Means.ipynb	05.11-K-Means.ipynb	Add source material from second edition	May 5, 2023
05.12-Gaussian-Mixtures.ipynb	05.12-Gaussian-Mixtures.ipynb	Add source material from second edition	May 5, 2023
05.13-Kernel-Density-Estimation.ipynb	05.13-Kernel-Density-Estimation.ipynb	Add source material from second edition	May 5, 2023
05.14-Image-Features.ipynb	05.14-Image-Features.ipynb	Add source material from second edition	May 5, 2023
05.15-Learning-More.ipynb	05.15-Learning-More.ipynb	Add source material from second edition	May 5, 2023
06.00-Figure-Code.ipynb	06.00-Figure-Code.ipynb	Add source material from second edition	May 5, 2023
Untitled.ipynb	Untitled.ipynb	Add source material from second edition	May 5, 2023
helpers_05_08.py	helpers_05_08.py	Add source material from second edition	May 5, 2023

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